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mamba 370m hf

General model by state-spaces · 0.37B parameters

Chip
Unified Memory
Bandwidth 307 GB/s
Available for Models ~21 GB

Everything this chip runs, machine by machine: MacBook Pro 14" M5 Pro, MacBook Pro 16" M5 Pro, Mac mini M5 Pro

Runs Excellently

mamba 370m hf fits comfortably in your 24 GB Mac using Q8_0 quantization, using 4% of your RAM.

~435tok/s
Q8_00.9 GBEstimated
Run it now. Download free No account, no caps, no terminal.

Specifications

Parameters372M
Architecturemamba
Context Length4K
CategoryGeneral
Formatgguf
Minimum RAM1 GB
HuggingFace Downloads10,348

GGUF Sources

mradermacher
View on HuggingFace →

Quantization Options

QuantizationMemorySpeedFits?
Q8_0 Recommended 0.9 GB~435 tok/s✓
Q6_K 0.8 GB~570 tok/s✓
Q5_K_M 0.8 GB~671 tok/s✓
Q4_K_M 0.7 GB~787 tok/s✓
Q3_K_M 0.7 GB~951 tok/s✓
Q2_K 0.7 GB~1,233 tok/s✓

Which Mac Can Run mamba 370m hf?

Affiliate disclosure: the shop icons in this table are Amazon affiliate links. As an Amazon Associate, ModelPiper earns from qualifying purchases. Every fit rating, quantization and tok/s figure below is computed from the hardware specs and is not influenced by that.

Minimum Mac

MacBook Air — M2 8GB

Q8_0 · ~142 tok/s · 11% RAM

MacQuanttok/sRAM %
Mac Studio · M5 Ultra 96GB Q8_0 ~1,738 1%
Mac Studio · M5 Ultra 256GB Q8_0 ~1,738 0%
Mac Studio · M5 Ultra 512GB Q8_0 ~1,738 0%
Mac Studio · M3 Ultra 96GB Q8_0 ~1,159 1%
Mac Studio · M3 Ultra 256GB Q8_0 ~1,159 0%
Mac Studio · M3 Ultra 512GB Q8_0 ~1,159 0%
Mac Studio · M1 Ultra 64GB Q8_0 ~1,133 1%
Mac Studio · M1 Ultra 128GB Q8_0 ~1,133 1%
Mac Studio · M2 Ultra 64GB Q8_0 ~1,133 1%
Mac Studio · M2 Ultra 128GB Q8_0 ~1,133 1%
Mac Studio · M2 Ultra 192GB Q8_0 ~1,133 0%
MacBook Pro 14" · M5 Max 36GB Q8_0 ~869 3%
MacBook Pro 14" · M5 Max 48GB Q8_0 ~869 2%
MacBook Pro 14" · M5 Max 64GB Q8_0 ~869 1%
MacBook Pro 14" · M5 Max 128GB Q8_0 ~869 1%
MacBook Pro 16" · M5 Max 36GB Q8_0 ~869 3%
MacBook Pro 16" · M5 Max 48GB Q8_0 ~869 2%
MacBook Pro 16" · M5 Max 64GB Q8_0 ~869 1%
MacBook Pro 16" · M5 Max 128GB Q8_0 ~869 1%
Mac Studio · M5 Max 36GB Q8_0 ~869 3%
Mac Studio · M5 Max 48GB Q8_0 ~869 2%
Mac Studio · M5 Max 64GB Q8_0 ~869 1%
Mac Studio · M5 Max 128GB Q8_0 ~869 1%
MacBook Pro 14" · M4 Max 36GB Q8_0 ~773 3%
MacBook Pro 14" · M4 Max 48GB Q8_0 ~773 2%
MacBook Pro 14" · M4 Max 64GB Q8_0 ~773 1%
MacBook Pro 14" · M4 Max 128GB Q8_0 ~773 1%
MacBook Pro 16" · M4 Max 36GB Q8_0 ~773 3%
MacBook Pro 16" · M4 Max 48GB Q8_0 ~773 2%
MacBook Pro 16" · M4 Max 64GB Q8_0 ~773 1%
MacBook Pro 16" · M4 Max 128GB Q8_0 ~773 1%
Mac Studio · M4 Max 36GB Q8_0 ~773 3%
Mac Studio · M4 Max 48GB Q8_0 ~773 2%
Mac Studio · M4 Max 64GB Q8_0 ~773 1%
Mac Studio · M4 Max 128GB Q8_0 ~773 1%
MacBook Pro 14" · M1 Max 32GB Q8_0 ~566 3%
MacBook Pro 14" · M1 Max 64GB Q8_0 ~566 1%
MacBook Pro 14" · M2 Max 32GB Q8_0 ~566 3%
MacBook Pro 14" · M2 Max 64GB Q8_0 ~566 1%
MacBook Pro 14" · M2 Max 96GB Q8_0 ~566 1%
MacBook Pro 14" · M3 Max 36GB Q8_0 ~566 3%
MacBook Pro 14" · M3 Max 48GB Q8_0 ~566 2%
MacBook Pro 14" · M3 Max 64GB Q8_0 ~566 1%
MacBook Pro 14" · M3 Max 96GB Q8_0 ~566 1%
MacBook Pro 14" · M3 Max 128GB Q8_0 ~566 1%
MacBook Pro 16" · M1 Max 32GB Q8_0 ~566 3%
MacBook Pro 16" · M1 Max 64GB Q8_0 ~566 1%
MacBook Pro 16" · M2 Max 32GB Q8_0 ~566 3%
MacBook Pro 16" · M2 Max 64GB Q8_0 ~566 1%
MacBook Pro 16" · M2 Max 96GB Q8_0 ~566 1%
MacBook Pro 16" · M3 Max 36GB Q8_0 ~566 3%
MacBook Pro 16" · M3 Max 48GB Q8_0 ~566 2%
MacBook Pro 16" · M3 Max 64GB Q8_0 ~566 1%
MacBook Pro 16" · M3 Max 96GB Q8_0 ~566 1%
MacBook Pro 16" · M3 Max 128GB Q8_0 ~566 1%
Mac Studio · M1 Max 32GB Q8_0 ~566 3%
Mac Studio · M1 Max 64GB Q8_0 ~566 1%
Mac Studio · M2 Max 32GB Q8_0 ~566 3%
Mac Studio · M2 Max 64GB Q8_0 ~566 1%
Mac Studio · M2 Max 96GB Q8_0 ~566 1%
MacBook Pro 14" · M5 Pro 24GB Q8_0 ~435 4%
MacBook Pro 14" · M5 Pro 48GB Q8_0 ~435 2%
MacBook Pro 14" · M5 Pro 64GB Q8_0 ~435 1%
MacBook Pro 16" · M5 Pro 24GB Q8_0 ~435 4%
MacBook Pro 16" · M5 Pro 48GB Q8_0 ~435 2%
MacBook Pro 16" · M5 Pro 64GB Q8_0 ~435 1%
Mac mini · M5 Pro 24GB Q8_0 ~435 4%
Mac mini · M5 Pro 48GB Q8_0 ~435 2%
Mac mini · M5 Pro 64GB Q8_0 ~435 1%
MacBook Pro 14" · M4 Pro 24GB Q8_0 ~386 4%
MacBook Pro 14" · M4 Pro 48GB Q8_0 ~386 2%
MacBook Pro 16" · M4 Pro 24GB Q8_0 ~386 4%
MacBook Pro 16" · M4 Pro 48GB Q8_0 ~386 2%
Mac mini · M4 Pro 24GB Q8_0 ~386 4%
Mac mini · M4 Pro 48GB Q8_0 ~386 2%
Mac mini · M4 Pro 64GB Q8_0 ~386 1%
MacBook Pro 14" · M1 Pro 16GB Q8_0 ~283 6%
MacBook Pro 14" · M1 Pro 32GB Q8_0 ~283 3%
MacBook Pro 14" · M2 Pro 16GB Q8_0 ~283 6%
MacBook Pro 14" · M2 Pro 32GB Q8_0 ~283 3%
MacBook Pro 16" · M1 Pro 16GB Q8_0 ~283 6%
MacBook Pro 16" · M1 Pro 32GB Q8_0 ~283 3%
MacBook Pro 16" · M2 Pro 16GB Q8_0 ~283 6%
MacBook Pro 16" · M2 Pro 32GB Q8_0 ~283 3%
Mac mini · M2 Pro 16GB Q8_0 ~283 6%
Mac mini · M2 Pro 32GB Q8_0 ~283 3%
Mac mini · M6 16GB Q8_0 ~241 6%
Mac mini · M6 24GB Q8_0 ~241 4%
Mac mini · M6 32GB Q8_0 ~241 3%
MacBook Air · M5 16GB Q8_0 ~217 6%
MacBook Air · M5 24GB Q8_0 ~217 4%
MacBook Air · M5 32GB Q8_0 ~217 3%
MacBook Pro 14" · M5 16GB Q8_0 ~217 6%
MacBook Pro 14" · M5 24GB Q8_0 ~217 4%
MacBook Pro 14" · M5 32GB Q8_0 ~217 3%
MacBook Pro 14" · M3 Pro 18GB Q8_0 ~212 5%
MacBook Pro 14" · M3 Pro 36GB Q8_0 ~212 3%
MacBook Pro 16" · M3 Pro 18GB Q8_0 ~212 5%
MacBook Pro 16" · M3 Pro 36GB Q8_0 ~212 3%
MacBook Air · M4 16GB Q8_0 ~170 6%
MacBook Air · M4 24GB Q8_0 ~170 4%
MacBook Air · M4 32GB Q8_0 ~170 3%
MacBook Pro 14" · M4 16GB Q8_0 ~170 6%
MacBook Pro 14" · M4 24GB Q8_0 ~170 4%
MacBook Pro 14" · M4 32GB Q8_0 ~170 3%
Mac mini · M4 16GB Q8_0 ~170 6%
Mac mini · M4 24GB Q8_0 ~170 4%
Mac mini · M4 32GB Q8_0 ~170 3%
iMac · M4 16GB Q8_0 ~170 6%
iMac · M4 24GB Q8_0 ~170 4%
iMac · M4 32GB Q8_0 ~170 3%
MacBook Air · M2 8GB Q8_0 ~142 11%
MacBook Air · M2 16GB Q8_0 ~142 6%
MacBook Air · M2 24GB Q8_0 ~142 4%
MacBook Air · M3 8GB Q8_0 ~142 11%
MacBook Air · M3 16GB Q8_0 ~142 6%
MacBook Air · M3 24GB Q8_0 ~142 4%
MacBook Pro 14" · M3 8GB Q8_0 ~142 11%
MacBook Pro 14" · M3 16GB Q8_0 ~142 6%
MacBook Pro 14" · M3 24GB Q8_0 ~142 4%
Mac mini · M2 8GB Q8_0 ~142 11%
Mac mini · M2 16GB Q8_0 ~142 6%
Mac mini · M2 24GB Q8_0 ~142 4%
iMac · M3 8GB Q8_0 ~142 11%
iMac · M3 16GB Q8_0 ~142 6%
iMac · M3 24GB Q8_0 ~142 4%
MacBook Air · M1 8GB Q8_0 ~97 11%
MacBook Air · M1 16GB Q8_0 ~97 6%
Mac mini · M1 8GB Q8_0 ~97 11%
Mac mini · M1 16GB Q8_0 ~97 6%
iMac · M1 8GB Q8_0 ~97 11%
iMac · M1 16GB Q8_0 ~97 6%

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